Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 240372 |
| Missing cells (%) | 66.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 MiB |
| Average record size in memory | 288.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 11 |
| Unsupported | 15 |
UPN has a high cardinality: 8409 distinct values | High cardinality |
EntryDate has a high cardinality: 417 distinct values | High cardinality |
TermlySessionsPossible is highly overall correlated with / and 1 other fields | High correlation |
/ is highly overall correlated with TermlySessionsPossible and 1 other fields | High correlation |
\ is highly overall correlated with TermlySessionsPossible and 1 other fields | High correlation |
S is highly overall correlated with P and 2 other fields | High correlation |
P is highly overall correlated with S and 1 other fields | High correlation |
V is highly overall correlated with U | High correlation |
R is highly overall correlated with S | High correlation |
U is highly overall correlated with P and 1 other fields | High correlation |
Y is highly overall correlated with S | High correlation |
EnrolStatus is highly imbalanced (79.2%) | Imbalance |
Surname has 10000 (100.0%) missing values | Missing |
Forename has 10000 (100.0%) missing values | Missing |
Middlenames has 10000 (100.0%) missing values | Missing |
PreferredSurname has 10000 (100.0%) missing values | Missing |
FormerSurname has 10000 (100.0%) missing values | Missing |
DoB has 10000 (100.0%) missing values | Missing |
B has 10000 (100.0%) missing values | Missing |
J has 10000 (100.0%) missing values | Missing |
L has 5599 (56.0%) missing values | Missing |
P has 9331 (93.3%) missing values | Missing |
V has 7227 (72.3%) missing values | Missing |
W has 10000 (100.0%) missing values | Missing |
C has 5884 (58.8%) missing values | Missing |
E has 10000 (100.0%) missing values | Missing |
H has 10000 (100.0%) missing values | Missing |
I has 4369 (43.7%) missing values | Missing |
M has 6954 (69.5%) missing values | Missing |
R has 8544 (85.4%) missing values | Missing |
S has 9897 (99.0%) missing values | Missing |
T has 10000 (100.0%) missing values | Missing |
G has 10000 (100.0%) missing values | Missing |
N has 10000 (100.0%) missing values | Missing |
O has 7726 (77.3%) missing values | Missing |
U has 9913 (99.1%) missing values | Missing |
D has 10000 (100.0%) missing values | Missing |
X has 5423 (54.2%) missing values | Missing |
Y has 9505 (95.0%) missing values | Missing |
UPN is uniformly distributed | Uniform |
Surname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Forename is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Middlenames is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
PreferredSurname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
FormerSurname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DoB is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
B is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
J is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
W is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
E is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
H is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
T is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
G is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
N is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
D is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-06-26 14:08:12.285094 |
|---|---|
| Analysis finished | 2023-06-26 14:08:38.433989 |
| Duration | 26.15 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Estab
Real number (ℝ)
| Distinct | 9624 |
|---|---|
| Distinct (%) | 96.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189996.86 |
| Minimum | 47661 |
|---|---|
| Maximum | 294634 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 47661 |
|---|---|
| 5-th percentile | 131037.6 |
| Q1 | 165887.25 |
| median | 189538.5 |
| Q3 | 214632.25 |
| 95-th percentile | 250297.65 |
| Maximum | 294634 |
| Range | 246973 |
| Interquartile range (IQR) | 48745 |
Descriptive statistics
| Standard deviation | 35936.561 |
|---|---|
| Coefficient of variation (CV) | 0.18914292 |
| Kurtosis | -0.13092719 |
| Mean | 189996.86 |
| Median Absolute Deviation (MAD) | 24441 |
| Skewness | -0.026891835 |
| Sum | 1.8999686 × 109 |
| Variance | 1.2914364 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 179546 | 3 | < 0.1% |
| 204610 | 3 | < 0.1% |
| 174493 | 3 | < 0.1% |
| 207899 | 3 | < 0.1% |
| 205156 | 3 | < 0.1% |
| 222696 | 3 | < 0.1% |
| 175277 | 3 | < 0.1% |
| 188902 | 3 | < 0.1% |
| 157709 | 3 | < 0.1% |
| 208773 | 3 | < 0.1% |
| Other values (9614) | 9970 |
| Value | Count | Frequency (%) |
| 47661 | 1 | |
| 49870 | 1 | |
| 63686 | 1 | |
| 63702 | 1 | |
| 74526 | 1 | |
| 74597 | 1 | |
| 75306 | 1 | |
| 77498 | 1 | |
| 78077 | 1 | |
| 78759 | 1 |
| Value | Count | Frequency (%) |
| 294634 | 1 | |
| 294250 | 1 | |
| 294207 | 1 | |
| 294178 | 1 | |
| 294081 | 1 | |
| 293246 | 1 | |
| 292276 | 1 | |
| 291596 | 1 | |
| 290638 | 1 | |
| 290463 | 1 |
UPN
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 8409 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 5a7eba68-b633-41e5-b179-fab081920fd9 | 5 |
|---|---|
| ad832921-9b1d-44b3-b525-422b8623d40e | 5 |
| 90fc6b9d-c23f-4dc6-b31f-d558a0934c82 | 4 |
| 043b7d27-16ed-4645-8fa8-74a643d3cfc1 | 4 |
| 0ee40660-8656-4ecd-9bd2-736ac22fa742 | 4 |
| Other values (8404) |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 360000 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7005 ? |
|---|---|
| Unique (%) | 70.0% |
Sample
| 1st row | cbcb03c0-3587-45cb-b910-bfc5df4367b4 |
|---|---|
| 2nd row | 93115b20-1fe1-4fec-954d-d170a38079f2 |
| 3rd row | 1b8a5066-9d26-4b09-ab85-2009a8c806dd |
| 4th row | bcf09979-4060-417a-bfd2-ed8180d03714 |
| 5th row | f1f2c6b5-6a9e-42bd-ac38-03ed518cf4e8 |
Common Values
| Value | Count | Frequency (%) |
| 5a7eba68-b633-41e5-b179-fab081920fd9 | 5 | 0.1% |
| ad832921-9b1d-44b3-b525-422b8623d40e | 5 | 0.1% |
| 90fc6b9d-c23f-4dc6-b31f-d558a0934c82 | 4 | < 0.1% |
| 043b7d27-16ed-4645-8fa8-74a643d3cfc1 | 4 | < 0.1% |
| 0ee40660-8656-4ecd-9bd2-736ac22fa742 | 4 | < 0.1% |
| 99aa1012-59d5-430a-9d5f-3d48de1b4136 | 4 | < 0.1% |
| bc5ec321-e926-4c3e-817a-daa0b89db25e | 4 | < 0.1% |
| 9cb9c461-30a6-4704-a0e6-7cae4e8dc14c | 4 | < 0.1% |
| e139f786-78e2-44e4-9b83-0fb95e058f22 | 4 | < 0.1% |
| 6ef9511a-5323-4d0e-8f3f-2e63a02fa4f3 | 4 | < 0.1% |
| Other values (8399) | 9958 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 5a7eba68-b633-41e5-b179-fab081920fd9 | 5 | < 0.1% |
| ad832921-9b1d-44b3-b525-422b8623d40e | 5 | < 0.1% |
| 9cb9c461-30a6-4704-a0e6-7cae4e8dc14c | 4 | < 0.1% |
| 8125a636-f960-43fa-9db5-e77d7c55e57d | 4 | < 0.1% |
| 6ef9511a-5323-4d0e-8f3f-2e63a02fa4f3 | 4 | < 0.1% |
| e139f786-78e2-44e4-9b83-0fb95e058f22 | 4 | < 0.1% |
| 8e347ee8-e1e3-466e-8843-8e1283c708d7 | 4 | < 0.1% |
| bc5ec321-e926-4c3e-817a-daa0b89db25e | 4 | < 0.1% |
| 99aa1012-59d5-430a-9d5f-3d48de1b4136 | 4 | < 0.1% |
| 0ee40660-8656-4ecd-9bd2-736ac22fa742 | 4 | < 0.1% |
| Other values (8399) | 9958 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 28669 | 8.0% |
| 9 | 21637 | 6.0% |
| 8 | 21534 | 6.0% |
| b | 21158 | 5.9% |
| a | 21087 | 5.9% |
| 6 | 18970 | 5.3% |
| 1 | 18869 | 5.2% |
| 2 | 18806 | 5.2% |
| e | 18802 | 5.2% |
| Other values (7) | 130468 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 202901 | |
| Lowercase Letter | 117099 | |
| Dash Punctuation | 40000 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 28669 | |
| 9 | 21637 | |
| 8 | 21534 | |
| 6 | 18970 | |
| 1 | 18869 | |
| 2 | 18806 | |
| 7 | 18646 | |
| 5 | 18612 | |
| 0 | 18612 | |
| 3 | 18546 |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 21158 | |
| a | 21087 | |
| e | 18802 | |
| f | 18801 | |
| c | 18633 | |
| d | 18618 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 40000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 242901 | |
| Latin | 117099 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 40000 | |
| 4 | 28669 | |
| 9 | 21637 | |
| 8 | 21534 | |
| 6 | 18970 | |
| 1 | 18869 | |
| 2 | 18806 | |
| 7 | 18646 | |
| 5 | 18612 | |
| 0 | 18612 |
Latin
| Value | Count | Frequency (%) |
| b | 21158 | |
| a | 21087 | |
| e | 18802 | |
| f | 18801 | |
| c | 18633 | |
| d | 18618 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 360000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 28669 | 8.0% |
| 9 | 21637 | 6.0% |
| 8 | 21534 | 6.0% |
| b | 21158 | 5.9% |
| a | 21087 | 5.9% |
| 6 | 18970 | 5.3% |
| 1 | 18869 | 5.2% |
| 2 | 18806 | 5.2% |
| e | 18802 | 5.2% |
| Other values (7) | 130468 |
Surname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Forename
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Middlenames
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
PreferredSurname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
FormerSurname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| F | |
|---|---|
| M |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | F |
| 3rd row | M |
| 4th row | M |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| F | 5018 | |
| M | 4982 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 5018 | |
| m | 4982 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 5018 | |
| M | 4982 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 5018 | |
| M | 4982 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 5018 | |
| M | 4982 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 5018 | |
| M | 4982 |
DoB
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
EnrolStatus
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| C | |
|---|---|
| M | 819 |
| Leaver | 3 |
| S | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 1 |
| Mean length | 1.0015 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10015 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | C |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| C | 9176 | |
| M | 819 | 8.2% |
| Leaver | 3 | < 0.1% |
| S | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| c | 9176 | |
| m | 819 | 8.2% |
| leaver | 3 | < 0.1% |
| s | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 9176 | |
| M | 819 | 8.2% |
| e | 6 | 0.1% |
| L | 3 | < 0.1% |
| a | 3 | < 0.1% |
| v | 3 | < 0.1% |
| r | 3 | < 0.1% |
| S | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10000 | |
| Lowercase Letter | 15 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 9176 | |
| M | 819 | 8.2% |
| L | 3 | < 0.1% |
| S | 2 | < 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6 | |
| a | 3 | |
| v | 3 | |
| r | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10015 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 9176 | |
| M | 819 | 8.2% |
| e | 6 | 0.1% |
| L | 3 | < 0.1% |
| a | 3 | < 0.1% |
| v | 3 | < 0.1% |
| r | 3 | < 0.1% |
| S | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10015 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 9176 | |
| M | 819 | 8.2% |
| e | 6 | 0.1% |
| L | 3 | < 0.1% |
| a | 3 | < 0.1% |
| v | 3 | < 0.1% |
| r | 3 | < 0.1% |
| S | 2 | < 0.1% |
EntryDate
Categorical
| Distinct | 417 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 2019-09-04 00:00:00 | |
|---|---|
| 2020-09-03 00:00:00 | |
| 2017-09-06 00:00:00 | |
| 2016-09-05 00:00:00 | |
| 2018-09-07 00:00:00 | |
| Other values (412) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 190000 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 156 ? |
|---|---|
| Unique (%) | 1.6% |
Sample
| 1st row | 2017-09-06 00:00:00 |
|---|---|
| 2nd row | 2020-09-03 00:00:00 |
| 3rd row | 2017-09-04 00:00:00 |
| 4th row | 2017-09-06 00:00:00 |
| 5th row | 2016-09-05 00:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2019-09-04 00:00:00 | 1216 | 12.2% |
| 2020-09-03 00:00:00 | 1165 | 11.7% |
| 2017-09-06 00:00:00 | 1048 | 10.5% |
| 2016-09-05 00:00:00 | 697 | 7.0% |
| 2018-09-07 00:00:00 | 551 | 5.5% |
| 2018-09-06 00:00:00 | 503 | 5.0% |
| 2018-09-05 00:00:00 | 461 | 4.6% |
| 2020-09-01 00:00:00 | 431 | 4.3% |
| 2020-09-02 00:00:00 | 422 | 4.2% |
| 2017-09-04 00:00:00 | 398 | 4.0% |
| Other values (407) | 3108 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 00:00:00 | 10000 | |
| 2019-09-04 | 1216 | 6.1% |
| 2020-09-03 | 1165 | 5.8% |
| 2017-09-06 | 1048 | 5.2% |
| 2016-09-05 | 697 | 3.5% |
| 2018-09-07 | 551 | 2.8% |
| 2018-09-06 | 503 | 2.5% |
| 2018-09-05 | 461 | 2.3% |
| 2020-09-01 | 431 | 2.2% |
| 2020-09-02 | 422 | 2.1% |
| Other values (408) | 3506 | 17.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 91612 | |
| - | 20000 | 10.5% |
| : | 20000 | 10.5% |
| 2 | 13794 | 7.3% |
| 9 | 11481 | 6.0% |
| 10000 | 5.3% | |
| 1 | 9765 | 5.1% |
| 6 | 2809 | 1.5% |
| 7 | 2584 | 1.4% |
| 8 | 2353 | 1.2% |
| Other values (3) | 5602 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 140000 | |
| Dash Punctuation | 20000 | 10.5% |
| Other Punctuation | 20000 | 10.5% |
| Space Separator | 10000 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 91612 | |
| 2 | 13794 | 9.9% |
| 9 | 11481 | 8.2% |
| 1 | 9765 | 7.0% |
| 6 | 2809 | 2.0% |
| 7 | 2584 | 1.8% |
| 8 | 2353 | 1.7% |
| 4 | 2110 | 1.5% |
| 3 | 1851 | 1.3% |
| 5 | 1641 | 1.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 20000 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 20000 |
Space Separator
| Value | Count | Frequency (%) |
| 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 190000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 91612 | |
| - | 20000 | 10.5% |
| : | 20000 | 10.5% |
| 2 | 13794 | 7.3% |
| 9 | 11481 | 6.0% |
| 10000 | 5.3% | |
| 1 | 9765 | 5.1% |
| 6 | 2809 | 1.5% |
| 7 | 2584 | 1.4% |
| 8 | 2353 | 1.2% |
| Other values (3) | 5602 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 190000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 91612 | |
| - | 20000 | 10.5% |
| : | 20000 | 10.5% |
| 2 | 13794 | 7.3% |
| 9 | 11481 | 6.0% |
| 10000 | 5.3% | |
| 1 | 9765 | 5.1% |
| 6 | 2809 | 1.5% |
| 7 | 2584 | 1.4% |
| 8 | 2353 | 1.2% |
| Other values (3) | 5602 | 2.9% |
NCyearActual
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 8 | |
|---|---|
| 10 | |
| 9 | |
| 11 | |
| 12 | |
| Other values (3) | 233 |
Length
| Max length | 6 |
|---|---|
| Median length | 2 |
| Mean length | 1.6093 |
| Min length | 1 |
Characters and Unicode
| Total characters | 16093 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 8 |
|---|---|
| 2nd row | 11 |
| 3rd row | Leaver |
| 4th row | 10 |
| 5th row | 10 |
Common Values
| Value | Count | Frequency (%) |
| 8 | 2380 | |
| 10 | 2243 | |
| 9 | 2103 | |
| 11 | 1982 | |
| 12 | 1059 | |
| Leaver | 158 | 1.6% |
| 7 | 56 | 0.6% |
| 13 | 19 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 8 | 2380 | |
| 10 | 2243 | |
| 9 | 2103 | |
| 11 | 1982 | |
| 12 | 1059 | |
| leaver | 158 | 1.6% |
| 7 | 56 | 0.6% |
| 13 | 19 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7285 | |
| 8 | 2380 | 14.8% |
| 0 | 2243 | 13.9% |
| 9 | 2103 | 13.1% |
| 2 | 1059 | 6.6% |
| e | 316 | 2.0% |
| L | 158 | 1.0% |
| a | 158 | 1.0% |
| v | 158 | 1.0% |
| r | 158 | 1.0% |
| Other values (2) | 75 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 15145 | |
| Lowercase Letter | 790 | 4.9% |
| Uppercase Letter | 158 | 1.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7285 | |
| 8 | 2380 | 15.7% |
| 0 | 2243 | 14.8% |
| 9 | 2103 | 13.9% |
| 2 | 1059 | 7.0% |
| 7 | 56 | 0.4% |
| 3 | 19 | 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 316 | |
| a | 158 | |
| v | 158 | |
| r | 158 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 158 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 15145 | |
| Latin | 948 | 5.9% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 7285 | |
| 8 | 2380 | 15.7% |
| 0 | 2243 | 14.8% |
| 9 | 2103 | 13.9% |
| 2 | 1059 | 7.0% |
| 7 | 56 | 0.4% |
| 3 | 19 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| e | 316 | |
| L | 158 | |
| a | 158 | |
| v | 158 | |
| r | 158 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16093 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 7285 | |
| 8 | 2380 | 14.8% |
| 0 | 2243 | 13.9% |
| 9 | 2103 | 13.1% |
| 2 | 1059 | 6.6% |
| e | 316 | 2.0% |
| L | 158 | 1.0% |
| a | 158 | 1.0% |
| v | 158 | 1.0% |
| r | 158 | 1.0% |
| Other values (2) | 75 | 0.5% |
TermlySessionsPossible
Real number (ℝ)
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.9804 |
| Minimum | 42 |
|---|---|
| Maximum | 124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 42 |
|---|---|
| 5-th percentile | 84 |
| Q1 | 101 |
| median | 111 |
| Q3 | 118 |
| 95-th percentile | 123 |
| Maximum | 124 |
| Range | 82 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.076183 |
|---|---|
| Coefficient of variation (CV) | 0.11183681 |
| Kurtosis | 0.69155497 |
| Mean | 107.9804 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.95706672 |
| Sum | 1079804 |
| Variance | 145.8342 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 120 | 412 | 4.1% |
| 121 | 405 | 4.0% |
| 122 | 395 | 4.0% |
| 123 | 387 | 3.9% |
| 116 | 381 | 3.8% |
| 119 | 365 | 3.6% |
| 118 | 361 | 3.6% |
| 114 | 360 | 3.6% |
| 113 | 359 | 3.6% |
| 112 | 354 | 3.5% |
| Other values (61) | 6221 |
| Value | Count | Frequency (%) |
| 42 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 2 | |
| 58 | 1 | < 0.1% |
| 61 | 2 | |
| 62 | 3 | |
| 63 | 2 |
| Value | Count | Frequency (%) |
| 124 | 215 | |
| 123 | 387 | |
| 122 | 395 | |
| 121 | 405 | |
| 120 | 412 | |
| 119 | 365 | |
| 118 | 361 | |
| 117 | 337 | |
| 116 | 381 | |
| 115 | 353 |
/
Real number (ℝ)
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.9306 |
| Minimum | 1 |
|---|---|
| Maximum | 62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 40 |
| median | 49 |
| Q3 | 56 |
| 95-th percentile | 61 |
| Maximum | 62 |
| Range | 61 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 11.376165 |
|---|---|
| Coefficient of variation (CV) | 0.24240399 |
| Kurtosis | 0.50087823 |
| Mean | 46.9306 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.92846806 |
| Sum | 469306 |
| Variance | 129.41713 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 57 | 433 | 4.3% |
| 58 | 429 | 4.3% |
| 60 | 426 | 4.3% |
| 56 | 418 | 4.2% |
| 61 | 413 | 4.1% |
| 54 | 406 | 4.1% |
| 59 | 406 | 4.1% |
| 55 | 378 | 3.8% |
| 53 | 363 | 3.6% |
| 49 | 348 | 3.5% |
| Other values (52) | 5980 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 5 | 0.1% |
| 6 | 8 | |
| 7 | 6 | |
| 8 | 9 | |
| 9 | 13 | |
| 10 | 8 |
| Value | Count | Frequency (%) |
| 62 | 221 | |
| 61 | 413 | |
| 60 | 426 | |
| 59 | 406 | |
| 58 | 429 | |
| 57 | 433 | |
| 56 | 418 | |
| 55 | 378 | |
| 54 | 406 | |
| 53 | 363 |
\
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.2563 |
| Minimum | 2 |
|---|---|
| Maximum | 62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 41 |
| median | 49 |
| Q3 | 56 |
| 95-th percentile | 61 |
| Maximum | 62 |
| Range | 60 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 11.114106 |
|---|---|
| Coefficient of variation (CV) | 0.23518783 |
| Kurtosis | 0.57453129 |
| Mean | 47.2563 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.94013959 |
| Sum | 472563 |
| Variance | 123.52336 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 59 | 440 | 4.4% |
| 58 | 434 | 4.3% |
| 60 | 433 | 4.3% |
| 57 | 433 | 4.3% |
| 56 | 430 | 4.3% |
| 61 | 425 | 4.2% |
| 55 | 404 | 4.0% |
| 54 | 369 | 3.7% |
| 53 | 369 | 3.7% |
| 50 | 358 | 3.6% |
| Other values (51) | 5905 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 11 | |
| 5 | 3 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 6 | |
| 8 | 7 | |
| 9 | 6 | |
| 10 | 8 | |
| 11 | 10 |
| Value | Count | Frequency (%) |
| 62 | 211 | |
| 61 | 425 | |
| 60 | 433 | |
| 59 | 440 | |
| 58 | 434 | |
| 57 | 433 | |
| 56 | 430 | |
| 55 | 404 | |
| 54 | 369 | |
| 53 | 369 |
B
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
J
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
L
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 5599 |
| Missing (%) | 56.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4880709 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.9423871 |
|---|---|
| Coefficient of variation (CV) | 0.65560174 |
| Kurtosis | 1.4820271 |
| Mean | 4.4880709 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.1726591 |
| Sum | 19752 |
| Variance | 8.6576418 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 2 | 829 | 8.3% |
| 3 | 677 | 6.8% |
| 4 | 580 | 5.8% |
| 1 | 506 | 5.1% |
| 5 | 482 | 4.8% |
| 6 | 399 | 4.0% |
| 7 | 269 | 2.7% |
| 8 | 194 | 1.9% |
| 9 | 159 | 1.6% |
| 10 | 102 | 1.0% |
| Other values (10) | 204 | 2.0% |
| (Missing) | 5599 |
| Value | Count | Frequency (%) |
| 1 | 506 | |
| 2 | 829 | |
| 3 | 677 | |
| 4 | 580 | |
| 5 | 482 | |
| 6 | 399 | |
| 7 | 269 | 2.7% |
| 8 | 194 | 1.9% |
| 9 | 159 | 1.6% |
| 10 | 102 | 1.0% |
| Value | Count | Frequency (%) |
| 20 | 2 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 5 | 0.1% |
| 16 | 9 | 0.1% |
| 15 | 4 | < 0.1% |
| 14 | 19 | 0.2% |
| 13 | 35 | |
| 12 | 52 | |
| 11 | 76 |
P
Categorical
HIGH CORRELATION MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 9331 |
| Missing (%) | 93.3% |
| Memory size | 78.2 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 | |
| 4.0 | 5 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2007 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 333 | 3.3% |
| 1.0 | 257 | 2.6% |
| 3.0 | 74 | 0.7% |
| 4.0 | 5 | 0.1% |
| (Missing) | 9331 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 333 | |
| 1.0 | 257 | |
| 3.0 | 74 | 11.1% |
| 4.0 | 5 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 669 | |
| 0 | 669 | |
| 2 | 333 | |
| 1 | 257 | 12.8% |
| 3 | 74 | 3.7% |
| 4 | 5 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1338 | |
| Other Punctuation | 669 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 669 | |
| 2 | 333 | |
| 1 | 257 | 19.2% |
| 3 | 74 | 5.5% |
| 4 | 5 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 669 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2007 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 669 | |
| 0 | 669 | |
| 2 | 333 | |
| 1 | 257 | 12.8% |
| 3 | 74 | 3.7% |
| 4 | 5 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2007 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 669 | |
| 0 | 669 | |
| 2 | 333 | |
| 1 | 257 | 12.8% |
| 3 | 74 | 3.7% |
| 4 | 5 | 0.2% |
V
Categorical
HIGH CORRELATION MISSING
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 7227 |
| Missing (%) | 72.3% |
| Memory size | 78.2 KiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 1.0 | |
| 4.0 | |
| 5.0 | 38 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8319 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 1.0 |
| 4th row | 3.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 1182 | 11.8% |
| 3.0 | 810 | 8.1% |
| 1.0 | 483 | 4.8% |
| 4.0 | 260 | 2.6% |
| 5.0 | 38 | 0.4% |
| (Missing) | 7227 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 1182 | |
| 3.0 | 810 | |
| 1.0 | 483 | |
| 4.0 | 260 | 9.4% |
| 5.0 | 38 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 2773 | |
| 0 | 2773 | |
| 2 | 1182 | |
| 3 | 810 | 9.7% |
| 1 | 483 | 5.8% |
| 4 | 260 | 3.1% |
| 5 | 38 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5546 | |
| Other Punctuation | 2773 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2773 | |
| 2 | 1182 | |
| 3 | 810 | 14.6% |
| 1 | 483 | 8.7% |
| 4 | 260 | 4.7% |
| 5 | 38 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2773 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8319 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 2773 | |
| 0 | 2773 | |
| 2 | 1182 | |
| 3 | 810 | 9.7% |
| 1 | 483 | 5.8% |
| 4 | 260 | 3.1% |
| 5 | 38 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8319 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 2773 | |
| 0 | 2773 | |
| 2 | 1182 | |
| 3 | 810 | 9.7% |
| 1 | 483 | 5.8% |
| 4 | 260 | 3.1% |
| 5 | 38 | 0.5% |
W
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
C
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 5884 |
| Missing (%) | 58.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.319728 |
| Minimum | 1 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 15 |
| Q3 | 23 |
| 95-th percentile | 35 |
| Maximum | 61 |
| Range | 60 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.270169 |
|---|---|
| Coefficient of variation (CV) | 0.62931004 |
| Kurtosis | 0.072292753 |
| Mean | 16.319728 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.68346689 |
| Sum | 67172 |
| Variance | 105.47636 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 166 | 1.7% |
| 12 | 160 | 1.6% |
| 5 | 160 | 1.6% |
| 7 | 159 | 1.6% |
| 14 | 157 | 1.6% |
| 8 | 156 | 1.6% |
| 4 | 153 | 1.5% |
| 13 | 146 | 1.5% |
| 2 | 145 | 1.5% |
| 6 | 143 | 1.4% |
| Other values (46) | 2571 | |
| (Missing) | 5884 |
| Value | Count | Frequency (%) |
| 1 | 69 | |
| 2 | 145 | |
| 3 | 124 | |
| 4 | 153 | |
| 5 | 160 | |
| 6 | 143 | |
| 7 | 159 | |
| 8 | 156 | |
| 9 | 126 | |
| 10 | 166 |
| Value | Count | Frequency (%) |
| 61 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 53 | 3 | |
| 52 | 3 | |
| 51 | 1 | < 0.1% |
| 49 | 5 | |
| 48 | 3 | |
| 47 | 2 | < 0.1% |
E
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
H
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
I
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 4369 |
| Missing (%) | 43.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1191618 |
| Minimum | 1 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 17 |
| Maximum | 32 |
| Range | 31 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.9274135 |
|---|---|
| Coefficient of variation (CV) | 0.69213394 |
| Kurtosis | 0.85390586 |
| Mean | 7.1191618 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.021669 |
| Sum | 40088 |
| Variance | 24.279404 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 2 | 637 | 6.4% |
| 3 | 601 | 6.0% |
| 4 | 521 | 5.2% |
| 5 | 481 | 4.8% |
| 6 | 425 | 4.2% |
| 1 | 369 | 3.7% |
| 8 | 364 | 3.6% |
| 7 | 361 | 3.6% |
| 9 | 305 | 3.0% |
| 10 | 292 | 2.9% |
| Other values (21) | 1275 | 12.8% |
| (Missing) | 4369 |
| Value | Count | Frequency (%) |
| 1 | 369 | |
| 2 | 637 | |
| 3 | 601 | |
| 4 | 521 | |
| 5 | 481 | |
| 6 | 425 | |
| 7 | 361 | |
| 8 | 364 | |
| 9 | 305 | |
| 10 | 292 |
| Value | Count | Frequency (%) |
| 32 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 29 | 2 | < 0.1% |
| 28 | 3 | < 0.1% |
| 27 | 4 | < 0.1% |
| 26 | 2 | < 0.1% |
| 25 | 8 | |
| 24 | 1 | < 0.1% |
| 23 | 19 | |
| 22 | 18 |
M
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 6954 |
| Missing (%) | 69.5% |
| Memory size | 78.2 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | |
| 4.0 | 63 |
| 5.0 | 10 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 9138 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1397 | 14.0% |
| 2.0 | 1266 | 12.7% |
| 3.0 | 310 | 3.1% |
| 4.0 | 63 | 0.6% |
| 5.0 | 10 | 0.1% |
| (Missing) | 6954 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1397 | |
| 2.0 | 1266 | |
| 3.0 | 310 | 10.2% |
| 4.0 | 63 | 2.1% |
| 5.0 | 10 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 3046 | |
| 0 | 3046 | |
| 1 | 1397 | |
| 2 | 1266 | |
| 3 | 310 | 3.4% |
| 4 | 63 | 0.7% |
| 5 | 10 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6092 | |
| Other Punctuation | 3046 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3046 | |
| 1 | 1397 | |
| 2 | 1266 | |
| 3 | 310 | 5.1% |
| 4 | 63 | 1.0% |
| 5 | 10 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3046 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9138 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 3046 | |
| 0 | 3046 | |
| 1 | 1397 | |
| 2 | 1266 | |
| 3 | 310 | 3.4% |
| 4 | 63 | 0.7% |
| 5 | 10 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9138 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 3046 | |
| 0 | 3046 | |
| 1 | 1397 | |
| 2 | 1266 | |
| 3 | 310 | 3.4% |
| 4 | 63 | 0.7% |
| 5 | 10 | 0.1% |
R
Categorical
HIGH CORRELATION MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 8544 |
| Missing (%) | 85.4% |
| Memory size | 78.2 KiB |
| 2.0 | |
|---|---|
| 3.0 | |
| 1.0 | 5 |
| 4.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4368 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 3.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 810 | 8.1% |
| 3.0 | 640 | 6.4% |
| 1.0 | 5 | 0.1% |
| 4.0 | 1 | < 0.1% |
| (Missing) | 8544 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 810 | |
| 3.0 | 640 | |
| 1.0 | 5 | 0.3% |
| 4.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 1456 | |
| 0 | 1456 | |
| 2 | 810 | |
| 3 | 640 | |
| 1 | 5 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2912 | |
| Other Punctuation | 1456 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1456 | |
| 2 | 810 | |
| 3 | 640 | |
| 1 | 5 | 0.2% |
| 4 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1456 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4368 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 1456 | |
| 0 | 1456 | |
| 2 | 810 | |
| 3 | 640 | |
| 1 | 5 | 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4368 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 1456 | |
| 0 | 1456 | |
| 2 | 810 | |
| 3 | 640 | |
| 1 | 5 | 0.1% |
| 4 | 1 | < 0.1% |
S
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 9 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 9897 |
| Missing (%) | 99.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.873786 |
| Minimum | 7 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 11 |
| median | 12 |
| Q3 | 13 |
| 95-th percentile | 14 |
| Maximum | 15 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.5446277 |
|---|---|
| Coefficient of variation (CV) | 0.13008721 |
| Kurtosis | 0.26893302 |
| Mean | 11.873786 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.20794115 |
| Sum | 1223 |
| Variance | 2.3858747 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 12 | 31 | 0.3% |
| 11 | 22 | 0.2% |
| 13 | 15 | 0.1% |
| 10 | 13 | 0.1% |
| 14 | 13 | 0.1% |
| 15 | 4 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| (Missing) | 9897 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 3 | < 0.1% |
| 10 | 13 | |
| 11 | 22 | |
| 12 | 31 | |
| 13 | 15 | |
| 14 | 13 | |
| 15 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 4 | < 0.1% |
| 14 | 13 | |
| 13 | 15 | |
| 12 | 31 | |
| 11 | 22 | |
| 10 | 13 | |
| 9 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
T
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
G
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
N
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
O
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 7726 |
| Missing (%) | 77.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2005277 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 13 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.70518 |
|---|---|
| Coefficient of variation (CV) | 0.71246231 |
| Kurtosis | 1.4804484 |
| Mean | 5.2005277 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.2124081 |
| Sum | 11826 |
| Variance | 13.728359 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 2 | 376 | 3.8% |
| 3 | 313 | 3.1% |
| 1 | 260 | 2.6% |
| 4 | 246 | 2.5% |
| 5 | 223 | 2.2% |
| 6 | 186 | 1.9% |
| 7 | 146 | 1.5% |
| 8 | 124 | 1.2% |
| 9 | 97 | 1.0% |
| 10 | 79 | 0.8% |
| Other values (13) | 224 | 2.2% |
| (Missing) | 7726 |
| Value | Count | Frequency (%) |
| 1 | 260 | |
| 2 | 376 | |
| 3 | 313 | |
| 4 | 246 | |
| 5 | 223 | |
| 6 | 186 | |
| 7 | 146 | 1.5% |
| 8 | 124 | 1.2% |
| 9 | 97 | 1.0% |
| 10 | 79 | 0.8% |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 3 | < 0.1% |
| 20 | 4 | < 0.1% |
| 19 | 2 | < 0.1% |
| 18 | 4 | < 0.1% |
| 17 | 9 | 0.1% |
| 16 | 11 | |
| 15 | 16 | |
| 14 | 26 |
U
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 9913 |
| Missing (%) | 99.1% |
| Memory size | 78.2 KiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 261 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 48 | 0.5% |
| 2.0 | 39 | 0.4% |
| (Missing) | 9913 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 48 | |
| 2.0 | 39 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 87 | |
| 0 | 87 | |
| 1 | 48 | |
| 2 | 39 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 174 | |
| Other Punctuation | 87 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 87 | |
| 1 | 48 | |
| 2 | 39 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 87 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 261 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 87 | |
| 0 | 87 | |
| 1 | 48 | |
| 2 | 39 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 261 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 87 | |
| 0 | 87 | |
| 1 | 48 | |
| 2 | 39 |
D
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
X
Real number (ℝ)
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 5423 |
| Missing (%) | 54.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.904086 |
| Minimum | 1 |
|---|---|
| Maximum | 46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 12 |
| Q3 | 18 |
| 95-th percentile | 26 |
| Maximum | 46 |
| Range | 45 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.163166 |
|---|---|
| Coefficient of variation (CV) | 0.55510837 |
| Kurtosis | -0.12888563 |
| Mean | 12.904086 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.50217857 |
| Sum | 59062 |
| Variance | 51.310947 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=42)
| Value | Count | Frequency (%) |
| 11 | 258 | 2.6% |
| 13 | 246 | 2.5% |
| 9 | 241 | 2.4% |
| 12 | 230 | 2.3% |
| 8 | 222 | 2.2% |
| 16 | 219 | 2.2% |
| 14 | 216 | 2.2% |
| 7 | 213 | 2.1% |
| 10 | 211 | 2.1% |
| 15 | 207 | 2.1% |
| Other values (32) | 2314 | |
| (Missing) | 5423 |
| Value | Count | Frequency (%) |
| 1 | 75 | 0.8% |
| 2 | 165 | |
| 3 | 168 | |
| 4 | 176 | |
| 5 | 195 | |
| 6 | 186 | |
| 7 | 213 | |
| 8 | 222 | |
| 9 | 241 | |
| 10 | 211 |
| Value | Count | Frequency (%) |
| 46 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 3 | < 0.1% |
| 36 | 3 | < 0.1% |
| 35 | 3 | < 0.1% |
| 34 | 4 | < 0.1% |
| 33 | 12 |
Y
Categorical
HIGH CORRELATION MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 9505 |
| Missing (%) | 95.0% |
| Memory size | 78.2 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1485 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 345 | 3.5% |
| 1.0 | 100 | 1.0% |
| 3.0 | 50 | 0.5% |
| (Missing) | 9505 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 345 | |
| 1.0 | 100 | 20.2% |
| 3.0 | 50 | 10.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 495 | |
| 0 | 495 | |
| 2 | 345 | |
| 1 | 100 | 6.7% |
| 3 | 50 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 990 | |
| Other Punctuation | 495 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 495 | |
| 2 | 345 | |
| 1 | 100 | 10.1% |
| 3 | 50 | 5.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 495 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1485 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 495 | |
| 0 | 495 | |
| 2 | 345 | |
| 1 | 100 | 6.7% |
| 3 | 50 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1485 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 495 | |
| 0 | 495 | |
| 2 | 345 | |
| 1 | 100 | 6.7% |
| 3 | 50 | 3.4% |
| Estab | TermlySessionsPossible | / | \ | L | C | I | S | O | X | Gender | EnrolStatus | NCyearActual | P | V | M | R | U | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Estab | 1.000 | 0.099 | 0.099 | 0.052 | -0.007 | -0.017 | -0.025 | -0.002 | -0.005 | -0.290 | 0.045 | 0.040 | 0.093 | 0.000 | 0.000 | 0.055 | 0.000 | 0.039 | 0.000 |
| TermlySessionsPossible | 0.099 | 1.000 | 0.568 | 0.640 | 0.014 | -0.195 | 0.026 | 0.027 | -0.003 | -0.410 | 0.000 | 0.008 | 0.094 | 0.057 | 0.012 | 0.000 | 0.000 | 0.308 | 0.000 |
| / | 0.099 | 0.568 | 1.000 | 0.885 | -0.215 | -0.415 | -0.178 | -0.052 | -0.094 | -0.398 | 0.015 | 0.013 | 0.121 | 0.047 | 0.038 | 0.067 | 0.041 | 0.000 | 0.072 |
| \ | 0.052 | 0.640 | 0.885 | 1.000 | -0.067 | -0.466 | -0.134 | -0.094 | -0.076 | -0.405 | 0.000 | 0.019 | 0.144 | 0.020 | 0.031 | 0.037 | 0.000 | 0.177 | 0.134 |
| L | -0.007 | 0.014 | -0.215 | -0.067 | 1.000 | -0.033 | 0.051 | -0.095 | 0.036 | 0.004 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.266 | 0.025 |
| C | -0.017 | -0.195 | -0.415 | -0.466 | -0.033 | 1.000 | -0.035 | -0.218 | -0.089 | 0.195 | 0.000 | 0.000 | 0.112 | 0.000 | 0.000 | 0.000 | 0.000 | 0.346 | 0.166 |
| I | -0.025 | 0.026 | -0.178 | -0.134 | 0.051 | -0.035 | 1.000 | -0.156 | -0.017 | -0.004 | 0.000 | 0.013 | 0.000 | 0.041 | 0.000 | 0.090 | 0.000 | 0.000 | 0.000 |
| S | -0.002 | 0.027 | -0.052 | -0.094 | -0.095 | -0.218 | -0.156 | 1.000 | -0.010 | 0.041 | 0.066 | 0.187 | 0.154 | 0.632 | 0.319 | 0.000 | 0.563 | NaN | 1.000 |
| O | -0.005 | -0.003 | -0.094 | -0.076 | 0.036 | -0.089 | -0.017 | -0.010 | 1.000 | -0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.091 | 0.056 | 0.118 | 0.000 | 0.000 |
| X | -0.290 | -0.410 | -0.398 | -0.405 | 0.004 | 0.195 | -0.004 | 0.041 | -0.008 | 1.000 | 0.000 | 0.000 | 0.050 | 0.000 | 0.020 | 0.057 | 0.000 | 0.259 | 0.101 |
| Gender | 0.045 | 0.000 | 0.015 | 0.000 | 0.025 | 0.000 | 0.000 | 0.066 | 0.000 | 0.000 | 1.000 | 0.005 | 0.016 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.029 |
| EnrolStatus | 0.040 | 0.008 | 0.013 | 0.019 | 0.000 | 0.000 | 0.013 | 0.187 | 0.000 | 0.000 | 0.005 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| NCyearActual | 0.093 | 0.094 | 0.121 | 0.144 | 0.000 | 0.112 | 0.000 | 0.154 | 0.000 | 0.050 | 0.016 | 0.000 | 1.000 | 0.043 | 0.047 | 0.000 | 0.000 | 0.246 | 0.000 |
| P | 0.000 | 0.057 | 0.047 | 0.020 | 0.000 | 0.000 | 0.041 | 0.632 | 0.000 | 0.000 | 0.000 | 0.000 | 0.043 | 1.000 | 0.107 | 0.109 | 0.046 | 1.000 | 0.000 |
| V | 0.000 | 0.012 | 0.038 | 0.031 | 0.000 | 0.000 | 0.000 | 0.319 | 0.091 | 0.020 | 0.000 | 0.000 | 0.047 | 0.107 | 1.000 | 0.000 | 0.000 | 0.638 | 0.137 |
| M | 0.055 | 0.000 | 0.067 | 0.037 | 0.000 | 0.000 | 0.090 | 0.000 | 0.056 | 0.057 | 0.021 | 0.000 | 0.000 | 0.109 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| R | 0.000 | 0.000 | 0.041 | 0.000 | 0.000 | 0.000 | 0.000 | 0.563 | 0.118 | 0.000 | 0.000 | 0.000 | 0.000 | 0.046 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| U | 0.039 | 0.308 | 0.000 | 0.177 | 0.266 | 0.346 | 0.000 | NaN | 0.000 | 0.259 | 0.000 | 0.000 | 0.246 | 1.000 | 0.638 | 0.000 | 0.000 | 1.000 | 0.000 |
| Y | 0.000 | 0.000 | 0.072 | 0.134 | 0.025 | 0.166 | 0.000 | 1.000 | 0.000 | 0.101 | 0.029 | 0.000 | 0.000 | 0.000 | 0.137 | 0.000 | 0.000 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Estab | UPN | Surname | Forename | Middlenames | PreferredSurname | FormerSurname | Gender | DoB | EnrolStatus | EntryDate | NCyearActual | TermlySessionsPossible | / | \ | B | J | L | P | V | W | C | E | H | I | M | R | S | T | G | N | O | U | D | X | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 161990 | cbcb03c0-3587-45cb-b910-bfc5df4367b4 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2017-09-06 00:00:00 | 8 | 115 | 27 | 36 | NaN | NaN | NaN | NaN | NaN | NaN | 43.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 226032 | 93115b20-1fe1-4fec-954d-d170a38079f2 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2020-09-03 00:00:00 | 11 | 121 | 62 | 60 | NaN | NaN | 1.0 | NaN | 1.0 | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 199018 | 1b8a5066-9d26-4b09-ab85-2009a8c806dd | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2017-09-04 00:00:00 | Leaver | 100 | 36 | 23 | NaN | NaN | NaN | NaN | NaN | NaN | 25.0 | NaN | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 21.0 | NaN |
| 3 | 113961 | bcf09979-4060-417a-bfd2-ed8180d03714 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2017-09-06 00:00:00 | 10 | 111 | 39 | 40 | NaN | NaN | 6.0 | NaN | NaN | NaN | 35.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 20.0 | NaN |
| 4 | 189738 | f1f2c6b5-6a9e-42bd-ac38-03ed518cf4e8 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2016-09-05 00:00:00 | 10 | 98 | 51 | 45 | NaN | NaN | 2.0 | NaN | 3.0 | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | NaN | 3.0 | NaN |
| 5 | 206068 | fc2e9f6a-3408-4c0b-8d9e-363595a3b6d5 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2017-09-06 00:00:00 | 11 | 85 | 53 | 47 | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 146033 | e29a1455-88fd-45c5-be96-ca574fc4bd71 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2020-09-01 00:00:00 | 11 | 91 | 60 | 51 | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 166965 | 1dcc381a-8034-4dfa-94b6-d603995ff5fe | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2018-09-07 00:00:00 | 9 | 123 | 56 | 57 | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 |
| 8 | 168050 | 402e9cbd-4a98-4843-943f-3011cd8d0fe8 | NaN | NaN | NaN | NaN | NaN | M | NaN | M | 2021-10-04 00:00:00 | 11 | 119 | 42 | 47 | NaN | NaN | 3.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | 6.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | 15.0 | NaN |
| 9 | 189983 | a7979765-65d1-4688-9fb3-d077ba3eb21b | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2016-09-05 00:00:00 | 9 | 107 | 57 | 54 | NaN | NaN | NaN | NaN | NaN | NaN | 20.0 | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| Estab | UPN | Surname | Forename | Middlenames | PreferredSurname | FormerSurname | Gender | DoB | EnrolStatus | EntryDate | NCyearActual | TermlySessionsPossible | / | \ | B | J | L | P | V | W | C | E | H | I | M | R | S | T | G | N | O | U | D | X | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 187435 | f32d7037-5836-48bc-80cf-caf6dc4b01e4 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2020-09-03 00:00:00 | 10 | 92 | 51 | 47 | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 9.0 | NaN |
| 9991 | 199610 | da0b2f15-3b02-44c6-afbb-5cdcd5adb4f7 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2016-09-05 00:00:00 | 8 | 121 | 61 | 62 | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | 8.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9992 | 261607 | 3ebb18b2-7dde-4410-935f-a62ace05b12c | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2020-09-01 00:00:00 | 12 | 94 | 26 | 25 | NaN | NaN | NaN | NaN | NaN | NaN | 30.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | 2.0 |
| 9993 | 129257 | fcad0ebf-ec0a-404a-abbf-8c3edff2da58 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2019-09-04 00:00:00 | 10 | 121 | 55 | 58 | NaN | NaN | 9.0 | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9994 | 189830 | 20334a99-0537-4165-b0a1-3563dcf30770 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2020-09-03 00:00:00 | 11 | 117 | 44 | 50 | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9995 | 148283 | 286db8b2-4bc5-45e2-8011-141384d476b0 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2020-09-02 00:00:00 | 11 | 100 | 34 | 34 | NaN | NaN | NaN | NaN | NaN | NaN | 34.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 23.0 | NaN |
| 9996 | 257041 | e6b432fb-b3f1-460c-8e4e-0542124dd1e6 | NaN | NaN | NaN | NaN | NaN | F | NaN | M | 2019-09-03 00:00:00 | 9 | 110 | 59 | 55 | NaN | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9997 | 215808 | b64551a4-e9f0-4d36-aa74-ab173f588b43 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2017-09-06 00:00:00 | 12 | 94 | 51 | 47 | NaN | NaN | 1.0 | NaN | NaN | NaN | 11.0 | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9998 | 126196 | b3635a9e-0784-4bad-9271-7289ddd8ffef | NaN | NaN | NaN | NaN | NaN | F | NaN | M | 2017-09-04 00:00:00 | 11 | 87 | 35 | 38 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 23.0 | NaN |
| 9999 | 194365 | 399ee14d-0d7b-46dd-8d71-325aa49bd26e | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2020-09-02 00:00:00 | 12 | 75 | 24 | 20 | NaN | NaN | NaN | NaN | NaN | NaN | 37.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 35.0 | NaN |